toktapethe record, not a recording of it

midagedev

https://github.com/midagedev

57 runs, newest first · showing the first 30

bloomery · Mistral Large 4 1T-A52B UD-IQ1_S (unsloth GGUF) · RTX 3090 alone · a (unset pick) · 한국어 질문 10.6 tok/sprefill 24.5 tok/s

mistral-large-4-1t-a52b

bloomery0.3.12 (2cd109a602c4)iq1_sP72 · G1444 · cache 14%ctx 50koffload partialrtx-3090rtx-a6000linux1 stream! 2 caveats

midagedev

2026-11-03

bloomery · Flint 40B-A2.5B UD-Q4_K_XL (unsloth GGUF) · RTX A6000 · a (unset pick) 78.1 tok/sprefill 824 tok/s

flint-UD-Q4_K_XL.gguf

bloomery0.3.9 (db73b794)q5_KP5342 · G4263 · cache 0%ctx 16krtx-a6000linux1 stream

midagedev

2026-10-27

bloomery · MiniMax-M3.1-Flash UD-Q2_K_XL (unsloth GGUF) · RTX A6000 + RTX 3090 · bp (unset pick) 29.7 tok/sprefill 162 tok/s

MiniMax-M3.1-Flash-UD-Q2_K_XL-00001-of-00004.gguf

bloomery0.3.9 (68b92a92-dirty)iq2_xsP5617 · G1500 · cache 0%ctx 16koffload partialrtx-3090rtx-a6000linux1 stream

midagedev

2026-10-27

bloomery 0.3.9 candidate · Muse Spark Open 816B-A42B UD-IQ2_XXS · RTX A6000 + RTX 3090 · bp (unset pick) 14.2 tok/sprefill 94.4 tok/s

muse-spark-open-816b-a42b

bloomery0.3.8 (37e06f5f)iq2_xxsP5554 · G600 · cache 0%ctx 16koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-24

bloomery 0.3.9 candidate · MiniMax-M3.1-Flash (native NVFP4 safetensors) · RTX A6000 + RTX 3090 · bp (unset pick) 15.8 tok/sprefill 98.3 tok/s

MiniMax-M3.1-Flash

bloomery0.3.8 (3233ba8d-dirty)nvfp4_rowsP5617 · G600 · cache 0%ctx 16koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-24

bloomery 0.3.9 candidate · MiniMax-M3.1-Flash (native NVFP4 safetensors) · RTX A6000 · --place a 14.6 tok/sprefill 89.5 tok/s

MiniMax-M3.1-Flash

bloomery0.3.8 (75c7979e)nvfp4_rowsP5617 · G600 · cache 0%ctx 16koffload partialrtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-24

bloomery · MiniMax-M3 UD-IQ4_XS · RTX A6000 + host experts · 한국어 (전세·월세) 14.5 tok/sprefill 37.7 tok/s

MiniMax-M3-UD-IQ4_XS-00001-of-00006.gguf

bloomery0.3.6 (93c017bd-dirty)iq3_sP197 · G512 · cache 0%ctx 128koffload partialrtx-a6000linux1 stream

midagedev

2026-10-21

bloomery · Solar-Open2-250B · RTX 3090 · short chat 26.4 tok/sprefill 80.0 tok/s

solar-open2-250b

bloomery0.3.6 (a0288c5c0715)q4_KP30 · G400 · cache 0%ctx 8koffload partialrtx-3090rtx-a6000linux1 stream! 3 caveats

midagedev

2026-10-20

bloomery · Solar-Open2-250B · RTX 3090 · 4.5K prompt 25.7 tok/sprefill 293 tok/s

solar-open2-250b

bloomery0.3.6 (a0288c5c0715)q4_KP4560 · G600 · cache 0%ctx 8koffload partialrtx-3090rtx-a6000linux1 stream! 3 caveats

midagedev

2026-10-20

bloomery 0.3.4 (release head 9723698f2) · Nemotron 3.5 Bolt 74B-A9B · RTX A6000 · serving defaults, 5.7K-token prompt 87.4 tok/sprefill 2708 tok/s

NVIDIA-Nemotron-3.5-Bolt-74B-A9B-24GB.gguf

bloomery0.3.4 (9723698f239b)iq2_xxsP5680 · G361 · cache 0%ctx 16krtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-17

llama.cpp llama-server · Nemotron 3.5 Bolt 74B-A9B · RTX 3090 alone · 5.7K-token prompt 76.8 tok/sprefill 1917 tok/s

hf-packed-345x8.1b

llama-serverb11668IQ2_XXS74B · 72B activeP5680 · G361 · cache 0%ctx 16kfa onrtx-3090rtx-a6000linux1 stream! 2 caveats

midagedev

2026-10-17

bloomery 0.3.4 · Nemotron 3.5 Bolt 74B-A9B · RTX 3090 alone · 5.7K-token prompt 86.3 tok/sprefill 1981 tok/s

NVIDIA-Nemotron-3.5-Bolt-74B-A9B-24GB.gguf

bloomery0.3.4 (85dd39c2f7f1)iq2_xxsP5680 · G361 · cache 0%ctx 16krtx-3090rtx-a6000linux1 stream

midagedev

2026-10-17

llama.cpp llama-server · Nemotron 3.5 Bolt 74B-A9B · RTX A6000 alone · 5.7K-token prompt 79.9 tok/sprefill 2170 tok/s

hf-packed-345x8.1b

llama-serverb11668IQ2_XXS74B · 72B activeP5680 · G395 · cache 0%ctx 16kfa onrtx-3090rtx-a6000linux1 stream! 2 caveats

midagedev

2026-10-17

bloomery 0.3.4 · Nemotron 3.5 Bolt 74B-A9B · RTX A6000 alone · 5.7K-token prompt 87.2 tok/sprefill 2692 tok/s

NVIDIA-Nemotron-3.5-Bolt-74B-A9B-24GB.gguf

bloomery0.3.4 (85dd39c2f7f1)iq2_xxsP5680 · G361 · cache 0%ctx 16krtx-3090rtx-a6000linux1 stream

midagedev

2026-10-17

NVIDIA-Nemotron-3.5-Bolt-74B-A9B-24GB.gguf 87.5 tok/sprefill 2716 tok/s

bloomery0.3.4 (85dd39c2f7f1)iq2_xxsP5680 · G361 · cache 0%ctx 16krtx-3090rtx-a6000linux1 stream

midagedev

2026-10-17

GLM-5.3-Flash-UD-Q4_K_XL-00001-of-00006.gguf 28.9 tok/sprefill 169 tok/s

bloomery0.2.10 (8e55b8ce)q4_KP2067 · G149 · cache 33% · min 79ctx 16koffload partialrtx-a6000linux1 stream! 2 caveats

midagedev

2026-10-11

GLM-5.3-Flash-UD-Q4_K_XL-00001-of-00006.gguf 27.9 tok/sprefill 139 tok/s

bloomery0.3.0 (8d937828)q4_KP2067 · G159 · cache 50% · min 84ctx 16koffload partialrtx-a6000linux1 stream! 3 caveats

midagedev

2026-10-11

Qwen3.8-Flash-Next-UD-Q4_K_XL-00001-of-00004.gguf 93.8 tok/s

bloomery0.2.10 (8e55b8ce)q4_KP33 · G400 · cache 0%ctx 16koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-10

Qwen3.8-Flash-Next-UD-Q4_K_XL-00001-of-00004.gguf 97.6 tok/s

bloomery0.2.10 (8e55b8ce)q4_KP33 · G400 · cache 0%ctx 16koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-10

Qwen3.8-Flash-Next-UD-Q4_K_XL-00001-of-00004.gguf 103 tok/sprefill 1312 tok/s

bloomery0.2.10 (8e55b8ce)q4_KP538 · G1500 · cache 0%ctx 16koffload partialrtx-3090rtx-a6000linux1 stream

midagedev

2026-10-10

Qwen3.8-Flash-Next-UD-Q4_K_XL-00001-of-00004.gguf 77.9 tok/sprefill 1698 tok/s

bloomery0.2.10 (8e55b8ce)q4_KP5673 · G387 · cache 0%ctx 16koffload partialrtx-3090rtx-a6000linux1 stream

midagedev

2026-10-10

Qwen3.8-Flash-Next-UD-Q4_K_XL-00001-of-00004.gguf 90.8 tok/s

bloomery0.2.10 (8e55b8ce)q4_KP33 · G400 · cache 0%ctx 16koffload partialrtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-10

Qwen3.8-Flash-Next-UD-Q4_K_XL-00001-of-00004.gguf 94.1 tok/sprefill 1001 tok/s

bloomery0.2.10 (8e55b8ce)q4_KP538 · G1500 · cache 0%ctx 16koffload partialrtx-a6000linux1 stream

midagedev

2026-10-10

Qwen3.8-Flash-Next-UD-Q4_K_XL-00001-of-00004.gguf 70.9 tok/sprefill 1577 tok/s

bloomery0.2.10 (8e55b8ce)q4_KP5673 · G469 · cache 0%ctx 16koffload partialrtx-a6000linux1 stream

midagedev

2026-10-10

qwen3.6-35b-a3b 118 tok/s

bloomery0.2.10 (8e55b8ce)UD-Q4_K_XLP33 · G400 · cache 0%ctx 16krtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-10

qwen3.6-35b-a3b 115 tok/sprefill 7108 tok/s

bloomery0.2.10 (8e55b8ce)UD-Q4_K_XLP5673 · G534 · cache 0%ctx 16krtx-a6000linux1 stream

midagedev

2026-10-10

MiMo-V2.6-Flash-MOPD-MXFP4-00001-of-00002.gguf 19.5 tok/s

bloomery0.2.10 (8e55b8ce)mxfp4P30 · G400 · cache 0%ctx 16koffload partialrtx-a6000linux1 stream! 2 caveats

midagedev

2026-10-10

MiMo-V2.6-Flash-MOPD-MXFP4-00001-of-00002.gguf 19.1 tok/sprefill 84.4 tok/s

bloomery0.2.10 (8e55b8ce)mxfp4P5620 · G480 · cache 0%ctx 16koffload partialrtx-a6000linux1 stream

midagedev

2026-10-10

GLM-5.3-Flash-UD-IQ4_XS-00001-of-00005.gguf 25.1 tok/s

bloomery0.2.10 (8e55b8ce)iq3_sP33 · G400 · cache 0%ctx 16koffload partialrtx-a6000linux1 stream! 3 caveats

midagedev

2026-10-10

GLM-5.3-Flash-UD-IQ4_XS-00001-of-00005.gguf 24.6 tok/sprefill 106 tok/s

bloomery0.2.10 (8e55b8ce)iq3_sP5548 · G600 · cache 0%ctx 16koffload partialrtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-10

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